Title :
Textural Features for Radar Image Analysis
Author :
Shanmugan, K. Sam ; Narayanan, Venkatesh ; Frost, Victor S. ; Stiles, Josephine Abbot ; Holtzman, Julian C.
Author_Institution :
Remote Sensing Laboratory, University of Kansas, Lawrence, KS 66045
fDate :
7/1/1981 12:00:00 AM
Abstract :
Texture is an important spatial feature useful for identifying objects or regions of interest in an image. While textural features have been widely used in the analysis of a variety of photographic images, they have not been used for processing radar images. In this paper, we present a procedure for extracting a set of textural features for characterizing small areas in radar images and show that these features can be used for classifying segments of radar images corresponding to different geological formations.
Keywords :
Feature extraction; Geology; Image analysis; Image resolution; Image segmentation; Image texture analysis; Large-scale systems; Radar applications; Radar imaging; Remote sensing;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.1981.350344